Senior Data Scientist
XPT Software Australia Pty Ltd Sydney, New South Wales, Australia
IT Services and IT Consulting · 51-200 employees
About the role
Lead the end-to-end delivery of forecasting and optimization models while partnering with business owners to translate technical insights into commercial decisions. Manage the full model lifecycle, including development, productionization, and monitoring, while mentoring onshore and offshore team members.
What they look for
Requirements
Requires 7+ years of applied data science experience with a strong foundation in Python, SQL, and enterprise ML platforms like Azure. Candidates must possess excellent stakeholder engagement skills and a degree in a quantitative discipline.
Full description
Job description: Senior Data Scientist
Client’s Advanced Analytics & AI function turns operational and commercial data into decisions across parking, aeronautical, retail and airport operations. As a Senior Data Scientist (Onshore) you own our highest value data science use cases end-to-end — from framing the problem with business owners through to deploying and monitoring production models — and act as the trusted technical advisor bridging the business and our onshore/offshore delivery team.
KEY RESPONSIBILITIES:
- Lead
delivery of forecasting and optimisation use cases such as car-park occupancy and price-elasticity modelling, valet resource optimisation, 18-month and 5-year passenger (PAX) forecasts, ML security-screening forecasts, and retail PSR and cross-sell models.
- Partner
directly with business owners across Parking, Commercial/Aero, Retail and Operations to frame problems, define success measures, and translate model outputs into pricing, capacity, staffing and revenue decisions.
- Design,
build, validate and productionise models in Python on our data science platform (Azure Machine Learning), integrated with Snowflake.
- Own
model quality and the full lifecycle — feature engineering, explainability and what-if analysis, batch prediction, and production monitoring for data drift and model health.
- Present
forecasts, insights and recommendations to senior stakeholders and executives, and run scenario analysis to support high-stakes decisions (e.g. capacity build vs no-build, pricing strategy).
- Set
technical direction and mentor onshore and offshore data scientists, review work and lift delivery standards.
SKILLS & EXPERIENCE — ESSENTIAL:
- 7+
years’ applied data science, with a track record of models deployed to production and adopted by the business.
- Expert
in Python (pandas, scikit-learn and related ML/stats libraries) and SQL, with a strong foundation in time series forecasting, regression, classification and clustering.
- Hands-on
experience with an enterprise ML platform (Azure ML or equivalent AutoML) and a cloud data warehouse (Snowflake or equivalent).
- Proven
MLOps discipline — model deployment, batch-prediction pipelines, monitoring, drift detection and retraining.
- Working
experience on Microsoft Azure (e.g. Azure ML, Azure DevOps, storage and compute services).
- Excellent
stakeholder engagement and data storytelling — able to turn technical results into commercial decisions and present with confidence to executives.
- Degree
in a quantitative discipline (Statistics, Mathematics, Computer Science, Engineering or Data Science) or equivalent experience.
DESIRABLE:
- Aviation,
transport, or pricing / revenue-management and forecasting-heavy operational domains.
- Power
BI, explainable AI, optimisation, and A/B testing frameworks.
- Familiarity
with Responsible AI governance and privacy-aware analytics.
- Experience
leading or mentoring distributed onshore/offshore teams.
OUR TOOLS & ENVIRONMENT
- Python
· SQL · Microsoft Azure Machine Learning · Snowflake · Power BI · Azure Cloud
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